security

AWS details how to connect OAuth-protected MCP servers to Amazon Bedrock AgentCore Gateway plus new SageMaker RL tool-calling recipe and a local-first AI pentet

Local Gemma 4 stacks land for both desktop and browser, plus LangChain outlines a practical playbook for continual learning in AI agents as of 2026-04-06.

Google Gemma 4 brings frontier-class AI to a single GPU with Apache 2 licensing, shaking up on-prem agentic deployments for enterprises as of 2026-04-05.

CoreWeave leads MLPerf v6.0 inference benchmarks while AWS rolls out new agent platforms and frontier agents for real-world operations, as of 2026-04-02.

LangChain and MongoDB partner on an integrated AI agent stack, as AWS ships AgentCore evaluations and OpenAI powers Gradient Labs’ AI account managers for banks

LangChain shares an agent evaluation readiness checklist covering datasets, graders, offline and online evaluation, and production safety practices for AI agent

IndustrialMind deploys AI for CAD and BOM at ANDRITZ, OpenEvidence ships reasoning-first medical coding, and an HN project shows ultra-light, low-cost VPS-hosts

Claude Code cheat sheet, ProofShot UI recorder, and Mozilla.ai’s Cq standard show how AI coding agents are getting shared libraries, eyes on UIs, and structured

THOR AI accelerates materials physics simulations, NanoClaw partners with Docker for secure AI agents, and Ai2 ships open-source sim-only robotics tools, as of

GitAgent proposes a git-native agent spec, Hyperspace AGI launches a distributed peer-to-peer AGI network, and ARIS automates Claude Code research workflows. As